IDEAS home Printed from https://ideas.repec.org/a/gam/jftint/v12y2020i11p186-d436869.html
   My bibliography  Save this article

An Analysis of the Supply of Open Government Data

Author

Listed:
  • Alan Ponce

    (Institute of Engineering and Technology, Autonomous University of Cd Juarez (UACJ), Cd Juárez 32315, Mexico)

  • Raul Alberto Ponce Rodriguez

    (Institute of Social Sciences and Administration, Autonomous University of Cd Juarez (UACJ), Cd Juárez 32315, Mexico)

Abstract

An index of the release of open government data, published in 2016 by the Open Knowledge Foundation, shows that there is significant variability in the country’s supply of this public good. What explains these cross-country differences? Adopting an interdisciplinary approach based on data science and economic theory, we developed the following research workflow. First, we gather, clean, and merge different datasets released by institutions such as the Open Knowledge Foundation, World Bank, United Nations, World Economic Forum, Transparency International, Economist Intelligence Unit, and International Telecommunication Union. Then, we conduct feature extraction and variable selection founded on economic domain knowledge. Next, we perform several linear regression models, testing whether cross-country differences in the supply of open government data can be explained by differences in the country’s economic, social, and institutional structures. Our analysis provides evidence that the country’s civil liberties, government transparency, quality of democracy, efficiency of government intervention, economies of scale in the provision of public goods, and the size of the economy are statistically significant to explain the cross-country differences in the supply of open government data. Our analysis also suggests that political participation, sociodemographic characteristics, and demographic and global income distribution dummies do not help to explain the country’s supply of open government data. In summary, we show that cross-country differences in governance, social institutions, and the size of the economy can explain the global distribution of open government data.

Suggested Citation

  • Alan Ponce & Raul Alberto Ponce Rodriguez, 2020. "An Analysis of the Supply of Open Government Data," Future Internet, MDPI, vol. 12(11), pages 1-18, October.
  • Handle: RePEc:gam:jftint:v:12:y:2020:i:11:p:186-:d:436869
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1999-5903/12/11/186/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1999-5903/12/11/186/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bergstrom, Theodore C & Goodman, Robert P, 1973. "Private Demands for Public Goods," American Economic Review, American Economic Association, vol. 63(3), pages 280-296, June.
    2. Kurt J. Beron & James C. Murdoch & Wim P. M. Vijverberg, 2003. "Why Cooperate? Public Goods, Economic Power, and the Montreal Protocol," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 286-297, May.
    3. Salimans, Tim, 2012. "Variable selection and functional form uncertainty in cross-country growth regressions," Journal of Econometrics, Elsevier, vol. 171(2), pages 267-280.
    4. Rubinfeld, Daniel L., 1987. "The economics of the local public sector," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 2, chapter 11, pages 571-645, Elsevier.
    5. Mueller,Dennis C., 2003. "Public Choice III," Cambridge Books, Cambridge University Press, number 9780521894753.
    6. Alon Peled, 2011. "When transparency and collaboration collide: The USA Open Data program," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(11), pages 2085-2094, November.
    7. Erna Ruijer & Françoise Détienne & Michael Baker & Jonathan Groff & Albert Meijer, 2020. "The Politics of Open Government Data: Understanding Organizational Responses to Pressure for More Transparency," Post-Print hal-02546332, HAL.
    8. Hettich,Walter & Winer,Stanley L., 2005. "Democratic Choice and Taxation," Cambridge Books, Cambridge University Press, number 9780521021807.
    9. Z. Q. John Lu, 2010. "The Elements of Statistical Learning: Data Mining, Inference, and Prediction," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 693-694, July.
    10. Cornes,Richard & Sandler,Todd, 1996. "The Theory of Externalities, Public Goods, and Club Goods," Cambridge Books, Cambridge University Press, number 9780521477185.
    11. Barbara Ubaldi, 2013. "Open Government Data: Towards Empirical Analysis of Open Government Data Initiatives," OECD Working Papers on Public Governance 22, OECD Publishing.
    12. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680.
    13. Charles R. Hankla & Jorge Martinez-Vazquez & Raúl A. Ponce Rodríguez, 2019. "Local Accountability and National Coordination in Fiscal Federalism," Books, Edward Elgar Publishing, number 18495.
    14. Creso Sá & Julieta Grieco, 2016. "Open Data for Science, Policy, and the Public Good," Review of Policy Research, Policy Studies Organization, vol. 33(5), pages 526-543, September.
    15. Alon Peled, 2011. "When transparency and collaboration collide: The USA Open Data program," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(11), pages 2085-2094, November.
    16. Tresch, Richard W., 2014. "Public Finance," Elsevier Monographs, Elsevier, edition 3, number 9780124158344.
    17. Ikuho Kochi & Raúl A. Ponce Rodríguez, 2011. "Voting in federal elections for local public goods in a fiscally centralized economy," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 26(1), pages 123-149.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Filipe Portela, 2021. "Data Science and Knowledge Discovery," Future Internet, MDPI, vol. 13(7), pages 1-4, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. George Tridimas & Stanley L. Winer, 2004. "A Contribution to the Political Economy of Government Size: 'Demand', 'Supply' and 'Political Influence'," Carleton Economic Papers 04-04, Carleton University, Department of Economics.
    2. Gabriela Viale Pereira & Marie Anne Macadar & Edimara M. Luciano & Maurício Gregianin Testa, 2017. "Delivering public value through open government data initiatives in a Smart City context," Information Systems Frontiers, Springer, vol. 19(2), pages 213-229, April.
    3. Gabriela Viale Pereira & Marie Anne Macadar & Edimara M. Luciano & Maurício Gregianin Testa, 0. "Delivering public value through open government data initiatives in a Smart City context," Information Systems Frontiers, Springer, vol. 0, pages 1-17.
    4. David L. Sjoquist & Mary Beth Walker & Sally Wallace, 2005. "Estimating Differential Responses to Local Fiscal Conditions: A Mixture Model Analysis," Public Finance Review, , vol. 33(1), pages 36-61, January.
    5. Ikuho Kochi & Raul Alberto Ponce Rodriguez, 2010. "Do Remittances Crowd Out The Government¡¯S Redistributive Policy?," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(4), pages 45-72, December.
    6. Fabio Padovano, 2013. "Are we witnessing a paradigm shift in the analysis of political competition?," Public Choice, Springer, vol. 156(3), pages 631-651, September.
    7. Johan Eyckmans & Michael Finus, 2006. "New roads to international environmental agreements: the case of global warming," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 7(4), pages 391-414, December.
    8. Tidiane Ly, 2018. "Sub-metropolitan tax competition with household and capital mobility," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(5), pages 1129-1169, October.
    9. Wildasin, David E. & Wilson, John Douglas, 1996. "Imperfect mobility and local government behaviour in an overlapping-generations model," Journal of Public Economics, Elsevier, vol. 60(2), pages 177-198, May.
    10. al-Nowaihi, Ali & Fraser, Clive D., 2007. "Is the public sector too large in an economy with club goods? A case when consumers differ in both tastes and incomes," Economic Modelling, Elsevier, vol. 24(6), pages 1018-1031, November.
    11. Rongen, Gunnar, 1995. "Efficiency in the provision of local public goods in Norway," European Journal of Political Economy, Elsevier, vol. 11(2), pages 253-264, June.
    12. Stanley L. Winer & George Tridimas & Walter Hettich, 2007. "Social Welfare and Collective Goods Coercion in Public Economics," Carleton Economic Papers 07-03, Carleton University, Department of Economics.
    13. Benoît Le Maux, 2009. "Governmental behavior in representative democracy: a synthesis of the theoretical literature," Public Choice, Springer, vol. 141(3), pages 447-465, December.
    14. Winer, Stanley L. & Ferris, J. Stephen, 2008. "Searching for Keynesianism," European Journal of Political Economy, Elsevier, vol. 24(2), pages 294-316, June.
    15. Raul Alberto Ponce Rodriguez & Ikuho Kochi, 2017. "Remittances, Lorenz Dominance in the Distribution of Income and Redistribution," Review of Economics and Institutions, Università di Perugia, vol. 8(1).
    16. Haizhen Mou, 2012. "The political economy of public health expenditure and wait times in a public‐private mixed health care system," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1640-1666, November.
    17. Micael Castanheira & Gaëtan Nicodème & Paola Profeta, 2012. "On the political economics of tax reforms: survey and empirical assessment," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(4), pages 598-624, August.
    18. Daniel E. Ingberman & Robert P. Inman, 1987. "The Political Economy of Fiscal Policy," NBER Working Papers 2405, National Bureau of Economic Research, Inc.
    19. Kähler, Jürgen, 2009. "Die Messung der Agglomeration als latente Variable und ihr Einfluss auf Staatsausgaben," Forschungs- und Sitzungsberichte der ARL: Aufsätze, in: Mäding, Heinrich (ed.), Öffentliche Finanzströme und räumliche Entwicklung, volume 127, pages 239-264, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    20. Daniel Castellanos, 2005. "Arrow´S Impossibility Theorem Is Not So Impossible And Condorcet´S Paradox Is Not So Paradoxical: The Adequate Definition Of A Social Choice Problem," Documentos CEDE 2025, Universidad de los Andes, Facultad de Economía, CEDE.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jftint:v:12:y:2020:i:11:p:186-:d:436869. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.